Approximation property of Banach spaces
[13/31%]Suppose is a compact operator on a Hilbert space and is an orthonormal basis of range . Let denote the orthogonal projection of onto .
Prove that .
Prove that a bounded operator on a Hilbert space is compact if and only if it is the limit in of a sequence of bounded operators with finite-dimensional range.
Let be a Hilbert space and . Prove that the operator is compact if and only if there exists a sequence of finite-dimensional linear operators which converges uniformly to .
Let be a Banach space, , and . Prove that a set is precompact if and only if the following conditions are fulfilled:
(a) is a bounded set;
(b) , uniformly in .
Verify that condition (b) can be replaced by condition (b') , and condition can be replaced by condition
Prove that any Banach space in which there is a countable Schauder basis has the approximation property. Prove that any (not necessarily separable) Hilbert space has the approximation property.
Suppose that a Schauder basis exists in a Banach space . Prove that the closure of the subspace of finite-dimensional operators in the sense of strong operator convergence in coincides with .
If is locally compact and , then there is a sequence of finite-rank operators such that .
Let be a Banach space and suppose there is a net of finite-rank operators on such that (a) ; (b) for all in . Show that if , then and hence there is a sequence of finite-rank operators on such that .
Let and let be a -finite measure space. If , show that there is a sequence of finite-rank operators such that .
Let be compact and let be the collection of all pairs where is a finite open cover of and such that for . If and , define to mean:
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is a refinement of ; that is, each member of is contained in some member of .
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. If let be a partition of unity subordinate to . If , define by
Then:
;
;
is a directed set and is a net;
for each .
Now apply Exercise 19 to obtain a new proof of Theorem 3.11.
Theorem 3.11: If is compact, then is dense in ; that is, the finite-rank operators on are dense in the compact operators on .
Every compact operator is the limit (in the norm) of operators of finite rank.
We say that a Banach space has the approximation property if the identity operator on can be uniformly approximated on every compact subset of by operators with finite rank. That is, given a compact set , there must exist continuous finite rank operators such that
Show that if has a basis, then has the approximation property.
Suppose that is a Banach space that has the approximation property and is an arbitrary Banach space. Show that if is a compact operator, then there exist continuous finite-rank operators such that as .
Remark Compact sets and compact operators are reviewed in Appendix B.
Let denote the set of compact operators in . Show that is a closed subspace of that has the set of operators of finite rank as a dense subspace. Is an open subset of ?
Suppose for , each has finitedimensional range, and . Prove that is compact.
Assume is a Hilbert space, and prove the converse of (a): Every compact can be approximated in the operator norm by operators with finite-dimensional ranges. Hint: In a Hilbert space there are linear projections of norm 1 onto any closed subspace. (See Theorems 5.16, 12.4).